12
1300:Biochemistry, Genetics and Molecular Biology(比率: 77.8 %)
| DOI | タイトル | 著者 | ジャーナル | 発行年 | 科研費成果論文 |
|---|---|---|---|---|---|
| 10.1002/cyto.a.23863 | Evaluation Of Deep Learning Strategies For Nucleus Segmentation In Fluorescence Images | Caicedo, Juan C., 0000-0002-1277-4631; Roth, Jonathan; Goodman, Allen; Becker, Tim; Karhohs, Kyle W.; Broisin, Matthieu; Molnar, Csaba; Mcquin, Claire; Singh, Shantanu, 0000-0003-3150-3025; Theis, Fabian J.; Carpenter, Anne E., 0000-0003-1555-8261 | Cytometry Part A | 2019 | NA |
| 10.1016/j.cels.2020.04.003 | Nucleaizer: A Parameter-Free Deep Learning Framework For Nucleus Segmentation Using Image Style Transfer | Hollandi, Reka; Szkalisity, Abel; Toth, Timea; Tasnadi, Ervin; Molnar, Csaba; Mathe, Botond; Grexa, Istvan; Molnar, Jozsef; Balind, Arpad; Gorbe, Mate; Kovacs, Maria; Migh, Ede; Goodman, Allen; Balassa, Tamas; Koos, Krisztian; Wang, Wenyu; Caicedo, Juan Carlos; Bara, Norbert; Kovacs, Ferenc; Paavolainen, Lassi; Danka, Tivadar; Kriston, Andras; Carpenter, Anne Elizabeth; Smith, Kevin; Horvath, Peter | Cell Systems | 2020 | NA |
| 10.1038/s41377-019-0129-y | Phasestain: The Digital Staining Of Label-Free Quantitative Phase Microscopy Images Using Deep Learning | Rivenson, Yair; Liu, Tairan; Wei, Zhensong; Zhang, Yibo, 0000-0002-5636-7085; De Haan, Kevin; Ozcan, Aydogan, 0000-0002-0717-683X | Light: Science & Applications | 2019 | NA |
| 10.1038/s41551-019-0362-y | Virtual Histological Staining Of Unlabelled Tissue-Autofluorescence Images Via Deep Learning | Rivenson, Yair, 0000-0003-1132-0715; Wang, Hongda, 0000-0003-0110-5624; Wei, Zhensong; De Haan, Kevin, 0000-0002-7802-3857; Zhang, Yibo, 0000-0002-5636-7085; Wu, Yichen, 0000-0002-9343-5489; Gunayd<U+0131>n, Harun; Zuckerman, Jonathan E.; Chong, Thomas; Sisk, Anthony E.; Westbrook, Lindsey M.; Wallace, W. Dean; Ozcan, Aydogan, 0000-0002-0717-683X | Nature Biomedical Engineering | 2019 | NA |
| 10.1038/s41592-018-0216-7 | Content-Aware Image Restoration: Pushing The Limits Of Fluorescence Microscopy | Weigert, Martin, 0000-0002-7780-9057; Schmidt, Uwe; Boothe, Tobias, 0000-0003-1925-0213; Muller, Andreas, 0000-0002-3560-5769; Dibrov, Alexandr; Jain, Akanksha, 0000-0003-4704-7992; Wilhelm, Benjamin, 0000-0003-1608-5267; Schmidt, Deborah, 0000-0002-8621-9438; Broaddus, Coleman; Culley, Sian, 0000-0003-2112-0143; Rocha-Martins, Mauricio; Segovia-Miranda, Fabian; Norden, Caren, 0000-0001-8835-1451; Henriques, Ricardo, 0000-0002-2043-5234; Zerial, Marino; Solimena, Michele; Rink, Jochen; Tomancak, Pavel, 0000-0002-2222-9370; Royer, Loic, 0000-0002-9991-9724; Jug, Florian, 0000-0002-8499-5812; Myers, Eugene W. | Nature Methods | 2018 | NA |
| 10.1038/s41592-018-0239-0 | Deep Learning Enables Cross-Modality Super-Resolution In Fluorescence Microscopy | Wang, Hongda, 0000-0003-0110-5624; Rivenson, Yair; Jin, Yiyin, 0000-0002-0880-6514; Wei, Zhensong; Gao, Ronald; Gunayd<U+0131>n, Harun; Bentolila, Laurent A.; Kural, Comert; Ozcan, Aydogan, 0000-0002-0717-683X | Nature Methods | 2018 | NA |
| 10.1038/s41592-018-0261-2 | U-Net: Deep Learning For Cell Counting, Detection, And Morphometry | Falk, Thorsten; Mai, Dominic; Bensch, Robert; Cicek, Ozgun; Abdulkadir, Ahmed; Marrakchi, Yassine; Bohm, Anton; Deubner, Jan; Jackel, Zoe; Seiwald, Katharina; Dovzhenko, Alexander; Tietz, Olaf; Dal Bosco, Cristina; Walsh, Sean; Saltukoglu, Deniz; Tay, Tuan Leng; Prinz, Marco; Palme, Klaus; Simons, Matias; Diester, Ilka; Brox, Thomas; Ronneberger, Olaf | Nature Methods | 2018 | NA |
| 10.1038/s41592-019-0403-1 | Deep Learning For Cellular Image Analysis | Moen, Erick; Bannon, Dylan; Kudo, Takamasa; Graf, William; Covert, Markus; Van Valen, David | Nature Methods | 2019 | NA |
| 10.1038/s41592-019-0458-z | Applications, Promises, And Pitfalls Of Deep Learning For Fluorescence Image Reconstruction | Belthangady, Chinmay; Royer, Loic A., 0000-0002-9991-9724 | Nature Methods | 2019 | NA |
| 10.1038/s41592-019-0612-7 | Nucleus Segmentation Across Imaging Experiments: The 2018 Data Science Bowl | Caicedo, Juan C., 0000-0002-1277-4631; Goodman, Allen, 0000-0002-6434-2320; Karhohs, Kyle W.; Cimini, Beth A.; Ackerman, Jeanelle, 0000-0001-6926-0941; Haghighi, Marzieh; Heng, Cherkeng; Becker, Tim; Doan, Minh; Mcquin, Claire; Rohban, Mohammad; Singh, Shantanu, 0000-0003-3150-3025; Carpenter, Anne E., 0000-0003-1555-8261 | Nature Methods | 2019 | NA |
| 10.1038/s41592-019-0622-5 | Three-Dimensional Virtual Refocusing Of Fluorescence Microscopy Images Using Deep Learning | Wu, Yichen, 0000-0002-9343-5489; Rivenson, Yair, 0000-0003-1132-0715; Wang, Hongda, 0000-0003-0110-5624; Luo, Yilin, 0000-0002-4611-3049; Ben-David, Eyal; Bentolila, Laurent A., 0000-0002-8758-1594; Pritz, Christian; Ozcan, Aydogan, 0000-0002-0717-683X | Nature Methods | 2019 | NA |
| 10.1038/s41592-020-01018-x | Cellpose: A Generalist Algorithm For Cellular Segmentation | Stringer, Carsen; Wang, Tim; Michaelos, Michalis; Pachitariu, Marius, 0000-0001-7106-814X | Nature Methods | 2020 | NA |